{"id":"W4385466581","doi":"10.1007/978-3-031-35233-1_5","title":"Fully Decentralized and Competitive Hybrid Retail and Local Electricity Market Using Peer-to-Peer Energy Trading","year":2023,"lang":"en","type":"book-chapter","venue":"Green energy and technology","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Clearance; Peer-to-peer; Business; Smart grid; Electricity; Industrial organization; Electricity market; Profit (economics); Prosumer; Dual (grammatical number); Energy market; Upstream (networking); Commerce; Microeconomics; Renewable energy; Economics; Computer science; Telecommunications; Engineering; Distributed computing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374656,0.0003852309,0.0009331164,0.0001723226,0.0005465536,0.001694572,0.00158208,0.001047169,0.009669504],"category_scores_gemma":[0.0009830508,0.000380484,0.0004785102,0.0004445939,0.0008016771,0.002725239,0.001222363,0.0008669495,0.001405934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006091325,"about_ca_system_score_gemma":0.00074293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120015,"about_ca_topic_score_gemma":0.001712322,"domain_scores_codex":[0.9995709,0.0001129349,0.00001209986,0.0000962116,0.0001348505,0.00007294515],"domain_scores_gemma":[0.99966,0.0001619003,0.00001885035,0.00007146768,0.00005874567,0.00002908388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006945945,0.0003755492,0.0005752046,0.0002076699,0.0001140458,0.0007172743,0.0001436969,0.6094246,0.01452273,0.2436596,0.01614131,0.1134237],"study_design_scores_gemma":[0.00003500216,0.00006128939,0.0001348493,0.000003928879,0.000009765174,0.0001150018,0.00002648495,0.9483739,0.000927125,0.0476041,0.00269609,0.00001242356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1528516,0.0008907765,0.7194675,0.0007590984,0.0003207894,0.0001842402,0.0002671624,0.001331598,0.1239273],"genre_scores_gemma":[0.9445605,0.0002307983,0.03090953,0.00008463069,0.00008633832,0.00006322396,0.00009100778,0.0001072976,0.02386654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009669504,"threshold_uncertainty_score":0.03234774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181794221535058,"score_gpt":0.1884782016812372,"score_spread":0.1766602594658866,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}